{"id":"W3037838347","doi":"10.1061/(asce)me.1943-5479.0000822","title":"Prioritizing Preproject Planning Activities Using Value of Information Analysis","year":2020,"lang":"en","type":"article","venue":"Journal of Management in Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Scope (computer science); Prioritization; Resource allocation; Computer science; Process (computing); Reuse; Risk analysis (engineering); Operations research; Process management; Business; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006622535,0.002073037,0.001795128,0.006227938,0.001078063,0.004819618,0.001644201,0.0008847172,0.003197098],"category_scores_gemma":[0.01246757,0.0008966834,0.001596608,0.004230906,0.0008948867,0.003711024,0.0022692,0.001413269,0.0003305183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003400513,"about_ca_system_score_gemma":0.00719156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007700667,"about_ca_topic_score_gemma":0.01244346,"domain_scores_codex":[0.9940081,0.002926462,0.0003197727,0.0005010599,0.001757847,0.0004867472],"domain_scores_gemma":[0.9898323,0.00625433,0.001399349,0.0006671259,0.001564254,0.0002826616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001996297,0.0003936965,0.0102328,0.0006753401,0.0002768582,0.0002401215,0.0006850573,0.5211237,0.006737602,0.04330766,0.00247913,0.4136484],"study_design_scores_gemma":[0.00003413593,0.0003773014,0.005527565,0.0001970399,0.0001573685,0.0001260994,0.0007384417,0.940995,0.007830224,0.0385464,0.005353692,0.0001166951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04484425,0.0005273381,0.9439588,0.0005184895,0.00002202724,0.0005508777,0.0001916946,0.0004007363,0.008985722],"genre_scores_gemma":[0.4753416,0.000479383,0.5216095,0.00004606177,0.00002347681,0.0004120949,0.000382786,0.0001675475,0.001537566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007700667,"threshold_uncertainty_score":0.03502375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462366445022767,"score_gpt":0.246530617159504,"score_spread":0.2319069527092763,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}